| Package | Description | 
|---|---|
| de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical.extraction | 
 Extraction of partitional clusterings from hierarchical results. 
 | 
| de.lmu.ifi.dbs.elki.data.model | 
 Cluster models classes for various algorithms 
 | 
| Modifier and Type | Field and Description | 
|---|---|
protected java.util.Collection<Cluster<DendrogramModel>> | 
SimplifiedHierarchyExtraction.TempCluster.children
(Finished) child clusters 
 | 
| Modifier and Type | Method and Description | 
|---|---|
private Clustering<DendrogramModel> | 
AbstractCutDendrogram.Instance.buildFlat(DBIDArrayIter it,
         int split,
         FiniteProgress progress)
Build a flat clustering. 
 | 
private Clustering<DendrogramModel> | 
AbstractCutDendrogram.Instance.buildHierarchical(DBIDArrayIter it,
                 int split,
                 FiniteProgress progress)
Build a hierarchical clustering. 
 | 
Clustering<DendrogramModel> | 
AbstractCutDendrogram.Instance.extractClusters()
Extract all clusters from the pi-lambda-representation. 
 | 
protected Cluster<DendrogramModel> | 
SimplifiedHierarchyExtraction.Instance.makeCluster(DBIDRef lead,
           double depth,
           DBIDs members)
Make the cluster for the given object 
 | 
protected Cluster<DendrogramModel> | 
AbstractCutDendrogram.Instance.makeCluster(DBIDRef lead,
           double depth,
           DBIDs members)
Make the cluster for the given object 
 | 
Clustering<DendrogramModel> | 
SimplifiedHierarchyExtraction.Instance.run()
Extract all clusters from the pi-lambda-representation. 
 | 
Clustering<DendrogramModel> | 
HDBSCANHierarchyExtraction.Instance.run()
Extract all clusters from the pi-lambda-representation. 
 | 
Clustering<DendrogramModel> | 
SimplifiedHierarchyExtraction.run(Database database)  | 
Clustering<DendrogramModel> | 
HDBSCANHierarchyExtraction.run(Database database)  | 
Clustering<DendrogramModel> | 
AbstractCutDendrogram.run(Database database)  | 
Clustering<DendrogramModel> | 
CutDendrogramByNumberOfClusters.run(PointerHierarchyRepresentationResult pointerresult)  | 
Clustering<DendrogramModel> | 
CutDendrogramByHeight.run(PointerHierarchyRepresentationResult pointerresult)  | 
Clustering<DendrogramModel> | 
SimplifiedHierarchyExtraction.run(PointerHierarchyRepresentationResult pointerresult)
Process an existing result. 
 | 
Clustering<DendrogramModel> | 
HDBSCANHierarchyExtraction.run(PointerHierarchyRepresentationResult pointerresult)
Process an existing result. 
 | 
abstract Clustering<DendrogramModel> | 
AbstractCutDendrogram.run(PointerHierarchyRepresentationResult pointerresult)
Process a pointer hierarchy result. 
 | 
protected Cluster<DendrogramModel> | 
SimplifiedHierarchyExtraction.Instance.toCluster(SimplifiedHierarchyExtraction.TempCluster temp,
         Clustering<DendrogramModel> clustering,
         DBIDRef lead)
Make the cluster for the given object 
 | 
| Modifier and Type | Method and Description | 
|---|---|
void | 
SimplifiedHierarchyExtraction.TempCluster.addChild(Cluster<DendrogramModel> clu)
Add a child cluster. 
 | 
private void | 
HDBSCANHierarchyExtraction.Instance.collectChildren(HDBSCANHierarchyExtraction.TempCluster temp,
               Clustering<DendrogramModel> clustering,
               HDBSCANHierarchyExtraction.TempCluster cur,
               Cluster<DendrogramModel> clus,
               boolean flatten)
Recursive flattening of clusters. 
 | 
private void | 
HDBSCANHierarchyExtraction.Instance.collectChildren(HDBSCANHierarchyExtraction.TempCluster temp,
               Clustering<DendrogramModel> clustering,
               HDBSCANHierarchyExtraction.TempCluster cur,
               Cluster<DendrogramModel> clus,
               boolean flatten)
Recursive flattening of clusters. 
 | 
private void | 
HDBSCANHierarchyExtraction.Instance.finalizeCluster(HDBSCANHierarchyExtraction.TempCluster temp,
               Clustering<DendrogramModel> clustering,
               Cluster<DendrogramModel> parent,
               boolean flatten)
Make the cluster for the given object 
 | 
private void | 
HDBSCANHierarchyExtraction.Instance.finalizeCluster(HDBSCANHierarchyExtraction.TempCluster temp,
               Clustering<DendrogramModel> clustering,
               Cluster<DendrogramModel> parent,
               boolean flatten)
Make the cluster for the given object 
 | 
protected Cluster<DendrogramModel> | 
SimplifiedHierarchyExtraction.Instance.toCluster(SimplifiedHierarchyExtraction.TempCluster temp,
         Clustering<DendrogramModel> clustering,
         DBIDRef lead)
Make the cluster for the given object 
 | 
| Modifier and Type | Class and Description | 
|---|---|
class  | 
PrototypeDendrogramModel
Hierarchical cluster, with prototype. 
 | 
Copyright © 2019 ELKI Development Team. License information.